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Database performance in the real world

Joachen Doppelhammer, Thomas Höppler, Alfons Kemper, Donald Kossmann
1997 SIGMOD record  
We argue that very often such a performance analysis does not reflect the actual use of the DBMSs in the "real world."  ...  Like many other application systems SAP R/3 is based on a commercial relational database system.  ...  Lober, and B. Schiefer of SAP for very detailed comments on a draft of this paper. K. Peithner and H. Zorn carried out the initial installation, and P.  ... 
doi:10.1145/253262.253280 fatcat:jksoadpycjgzhgzhdpmxdthlny

Database performance in the real world

Joachen Doppelhammer, Thomas Höppler, Alfons Kemper, Donald Kossmann
1997 Proceedings of the 1997 ACM SIGMOD international conference on Management of data - SIGMOD '97  
We argue that very often such a performance analysis does not reflect the actual use of the DBMSs in the "real world."  ...  Like many other application systems SAP R/3 is based on a commercial relational database system.  ...  Lober, and B. Schiefer of SAP for very detailed comments on a draft of this paper. K. Peithner and H. Zorn carried out the initial installation, and P.  ... 
doi:10.1145/253260.253280 dblp:conf/sigmod/DoppelhammerHKK97 fatcat:oilbbwqy3jfpnenmdfymkpeike

High-performance Negative Database for Massive Data Management System of The Mingantu Spectral Radioheliograph

Congming Shi, Feng Wang, Hui Deng, Yingbo Liu, Cuiyin Liu, Shoulin Wei
2017 Publications of the Astronomical Society of the Pacific  
Even when considering the time needed to derive records that were absent, its overall performance, including querying and deriving the data of the ND, is comparable with that of an RDBMS.  ...  In light of these massive amounts of data generated by the MUSER, in this paper, a novel data management technique called the negative database (ND) is proposed and used to implement a data management  ...  This work was supported by the National Key Research and Development Program of China (2016YFE0100300) and the National Natural Science Foundation of China (Nos.  ... 
doi:10.1088/1538-3873/aa732d fatcat:6r3thdvz5bdkhaf4aclodn3flq

PTIMEHighly scalable OLTP DBMS for Managing Update-Intensive Stream Workload [chapter]

S CHA, C SONG
2004 Proceedings 2004 VLDB Conference  
P*TIME is a new, memory-centric lightweight OLTP RDBMS designed and built from scratch to deliver orders of magnitude higher scalability on commodity SMP hardware than existing RDBMS implementations, not  ...  This paper presents the architecture and performance of P*TIME and reports our experience of deploying P*TIME as the stock market database server at one of the largest on-line brokerage firms.  ...  They also thank other members of P*TIME development team for their contribution.  ... 
doi:10.1016/b978-012088469-8/50090-5 fatcat:cmwor2oco5gbvmxd6pojnmyojm

Leveraging Data Analytics by Transforming Relational Database Schema in to Big Data

Siddiqui Zeeshan
2016 Trends in Computer Science and Information Technology  
The purpose of conducting this research is to propose a mechanism by which the schema of a relational database management system and its data can be transformed into big data by following a set of standardize  ...  In this paper, we studied both models and focus our research to present a set of rules and framework that can be used to apply transformation operation in a seamlessly manageable way.  ...  To validate our framework, we implement our framework on a real world application that uses relational database for online processing and utilizes the large amount of data produced from RDBMS which further  ... 
doi:10.17352/tcsit.000002 fatcat:mjtpnrl5lbb4pkinqgr5hdksiu

THE DESIGN OF A HIGH PERFORMANCE EARTH IMAGERY AND RASTER DATA MANAGEMENT AND PROCESSING PLATFORM

Qingyun Xie
2016 The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences  
The rationale, design, implementation, and benefits of Oracle Spatial GeoRaster are described.  ...  well as from a computing point of view.  ...  Real-time or near real-time performance should be one of the top considerations at the beginning in the design of any such modern image management and processing solutions.  ... 
doi:10.5194/isprsarchives-xli-b4-551-2016 fatcat:evhs3sx7mvh5fnr4polwmx6ryq

Towards a unified architecture for in-RDBMS analytics

Xixuan Feng, Arun Kumar, Benjamin Recht, Christopher Ré
2012 Proceedings of the 2012 international conference on Management of Data - SIGMOD '12  
One challenge in this race is that each new statistical technique must be implemented from scratch in the RDBMS, which leads to a lengthy and complex development process.  ...  We demonstrate the feasibility of our architecture by integrating several popular analytics techniques into two commercial and one open-source RDBMS.  ...  Acknowledgments This research has been supported by the ONR grant N00014-12-1-0041, the NSF CAREER award IIS-1054009, and gifts from EMC Greenplum and Oracle to Christopher Ré, and by the ONR grant N00014  ... 
doi:10.1145/2213836.2213874 dblp:conf/sigmod/FengKRR12 fatcat:m47pws5lmfh6nj5r7ogddxzy4a

THE DESIGN OF A HIGH PERFORMANCE EARTH IMAGERY AND RASTER DATA MANAGEMENT AND PROCESSING PLATFORM

Qingyun Xie
2016 The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences  
The rationale, design, implementation, and benefits of Oracle Spatial GeoRaster are described.  ...  well as from a computing point of view.  ...  Real-time or near real-time performance should be one of the top considerations at the beginning in the design of any such modern image management and processing solutions.  ... 
doi:10.5194/isprs-archives-xli-b4-551-2016 fatcat:6jap3ezet5e4nnfzj7roxamvpa

Towards a Unified Architecture for in-RDBMS Analytics [article]

Xixuan Feng, Arun Kumar, Ben Recht, Christopher Ré
2012 arXiv   pre-print
One challenge in this race is that each new statistical technique must be implemented from scratch in the RDBMS, which leads to a lengthy and complex development process.  ...  We demonstrate the feasibility of our architecture by integrating several popular analytics techniques into two commercial and one open-source RDBMS.  ...  Acknowledgments This research has been supported by the ONR grant N00014-12-1-0041, the NSF CAREER award IIS-1054009, and gifts from EMC Greenplum and Oracle to Christopher Ré, and by the ONR grant N00014  ... 
arXiv:1203.2574v2 fatcat:jwroffljtvhibjj47z2php7ozu

The Hybrid Object-Relational Architecture (HORA)

Jeff Sutherland, Matthew Pope, Ken Rugg
1993 Proceedings of the 1993 ACM/SIGAPP symposium on Applied computing states of the art and practice - SAC '93  
with SQL and RDBMS limitations.  ...  This paper proposes a natural and relatively transparent coupling of object-oriented clients with relational database server technology for new applications.  ...  capabilities offload the RDBMS and improve relational server performance beyond server based SQL III implementations.  ... 
doi:10.1145/162754.162911 dblp:conf/sac/SutherlandPR93 fatcat:igscyh7fjzeb3dp4pmcauvrw7q

Implementing Data Strategy

Radhakrishnan Balakrishnan, Satyasiba Das, Manojit Chattopadhyay
2020 Australasian Journal of Information Systems  
This study has critical inferences on using data management solutions such as RDBMS, NoSQL, NewSQL, Big Data and real-time reporting tools to support transactional data in internal systems, and other types  ...  Organizations have to implement a set of guidelines, procedures, and processes to manage, process and transform data that could be leveraged for value creation.  ...  Conclusion Many of the findings from this study are already available as part of technical white papers, research articles, and conference proceedings.  ... 
doi:10.3127/ajis.v24i0.2541 fatcat:7xvb3q5vvndstjcv3necw4qmye

Do We Need Specialized Graph Databases?

Anil Pacaci, Alice Zhou, Jimmy Lin, M. Tamer Özsu
2017 Proceedings of the Fifth International Workshop on Graph Data-management Experiences & Systems - GRADES'17  
Social networking applications pose new challenges to data management systems due to demand for real-time querying and manipulation of the graph structure.  ...  Using this improved architecture, we evaluated a selection of specialized graph databases, RDF stores, and RDBMSes adapted for graphs.  ...  ACKNOWLEDGMENTS This research was supported by multiple Discovery Grants from the Natural Sciences and Engineering Research Council (NSERC) of Canada.  ... 
doi:10.1145/3078447.3078459 dblp:conf/grades/PacaciZLO17 fatcat:d3v735oe5rfwhlcg6jei4rq3ti

An efficient inverted index technique for XML documents using RDBMS

Chiyoung Seo, Sang-Won Lee, Hyoung-Joo Kim
2003 Information and Software Technology  
The other is that when a containment query is processed in an RDBMS, the number of join operations increases in proportion to the number of containment relationships in the query and a join operation always  ...  One is that the RDBMS implementation is generally much worse in the performance than the IR engine implementation.  ...  One is that the RDBMS implementation is much worse in terms of performance than the IR implementation.  ... 
doi:10.1016/s0950-5849(02)00157-x fatcat:k6uuw7glurasjmtn54bdnbdnem

QMapper for Smart Grid

Yue Wang, Yingzhong Xu, Yue Liu, Jian Chen, Songlin Hu
2015 Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data - SIGMOD '15  
Considering their differences in syntax and cost model, manual translation from SQL in RDBMS to HiveQL is very difficult, error-prone, and often leads to poor performance.  ...  In this paper, we propose QMapper, a tool for automatically translating SQL into proper HiveQL. QMapper consists of a rule-based rewriter and a cost-based optimizer.  ...  Data Collection Server Cluster Collection Offline RDBMS deployed on a high performance 2*98 cores commercial RDBMS cluster and an advanced storage system.  ... 
doi:10.1145/2723372.2742792 dblp:conf/sigmod/WangXLCH15 fatcat:nh5ipmuue5eyzgs5z6rwwrh5ym

Performance Comparison of CRUD Operations in IoT based Big Data Computing

Jung Yeon Seo, Dae Won Lee, Hwa Min Lee
2017 International Journal on Advanced Science, Engineering and Information Technology  
In this paper, we use MySQL query and MongoDB query to compare RDBMS and NoSQL. We gradually compare the performance of CRUD operations in MySQL and MongoDB by increasing the amount of data.  ...  This makes it possible to design and analyse big data more efficiently.  ...  A computing device for constructing a system environment was implemented using a virtual server. Performance comparison between MySQL version 5.7 and MongoDB version 3.2.  ... 
doi:10.18517/ijaseit.7.5.2674 fatcat:32ylztfww5gsfcqkeuzznpdgj4
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